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Updated: Dec 2, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
[Study on constructing the U-shaped response relationship of urinary iodine level and thyroid nodule prevalence based
1Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing 100049, China.
Urinary iodine levels show an asymmetric U-shaped relationship with thyroid nodule prevalence in Chinese adults. Both low and high iodine intake are associated with increased risk, with an optimal level around 198 μg/L.
Area of Science:
- Endocrinology
- Public Health
- Epidemiology
Background:
- Urinary iodine levels reflect recent iodine intake.
- Thyroid nodules are a common endocrine disorder.
- The relationship between iodine intake and thyroid nodule prevalence is complex.
Purpose of the Study:
- To investigate the dose-response relationship between urinary iodine levels and thyroid nodule prevalence.
- To establish an asymmetric U-shaped response curve.
- To estimate the prevalence of thyroid nodules in Chinese residents based on urinary iodine levels.
Main Methods:
- Systematic literature search (2000-2019) in multiple databases using Chinese and English keywords.
- Inclusion of 46 studies (24 domestic, 22 foreign).
- Application of quantile regression and Sigmoid function models to fit the dose-response relationship.
Main Results:
- An asymmetric U-shaped relationship was observed between urinary iodine levels and thyroid nodule prevalence.
- The median urinary iodine level at the piecewise function's cut-off point was 198 μg/L.
- The overall prevalence of thyroid nodules in Chinese residents was estimated at 23.0% (95% CI: 17.3%-30.7%).
Conclusions:
- The asymmetric U-shaped model effectively describes the relationship between urinary iodine and thyroid nodule prevalence.
- This finding suggests that both iodine deficiency and excess iodine intake may increase thyroid nodule risk.
- The study provides valuable insights for public health strategies regarding iodine intake and thyroid health.
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